conftrace_

natural language understanding

846 papers

Explore in graph

Also known as

NLU NLUS

Co-occurring keywords

large language model (13587) question answering (2963) text classification (6793) dialogue system (1667) language model (4599) semantic analysis (785) intent classification (372) transfer learning (5449) semantic parsing (960) benchmark evaluation (1556)

Papers

Toward the Evaluation of Large Language Models Considering Score Variance across Instruction Templates EMNLP 2024
Don’t Shoot The Breeze: Topic Continuity Model Using Nonlinear Naive Bayes With Attention EMNLP 2024
Merely Judging Metaphor is Not Enough: Research on Reasonable Metaphor Detection EMNLP 2024
Cross-Lingual NLU: Mitigating Language-Specific Impact in Embeddings Leveraging Adversarial Learning COLING 2024
Prompting Large Language Models for Counterfactual Generation: An Empirical Study COLING 2024
DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade NAACL 2024
Towards Equitable Natural Language Understanding Systems for Dialectal Cohorts: Debiasing Training Data COLING 2024
Fine-Tuning Open Access LLMs for High-Precision NLU in Goal-Driven Dialog Systems COLING 2024
To the Globe (TTG): Towards Language-Driven Guaranteed Travel Planning EMNLP 2024
Pragmatic Norms Are All You Need – Why The Symbol Grounding Problem Does Not Apply to LLMs EMNLP 2024
EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning EACL 2024
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI EACL 2024
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions ACL 2024
Paraphrasing in Affirmative Terms Improves Negation Understanding ACL 2024
TURNA: A Turkish Encoder-Decoder Language Model for Enhanced Understanding and Generation ACL 2024
Dynamic Task-Oriented Dialogue: A Comparative Study of Llama-2 and Bert in Slot Value Generation EACL 2024
Enhancing Reinforcement Learning with Label-Sensitive Reward for Natural Language Understanding ACL 2024
WSC+: Enhancing The Winograd Schema Challenge Using Tree-of-Experts EACL 2024
Occam’s Razor and Bender and Koller’s Octopus ACL 2024
Leveraging fine-tuned Large Language Models with LoRA for Effective Claim, Claimer, and Claim Object Detection EACL 2024
Learning from Others: Similarity-based Regularization for Mitigating Dataset Bias. ACL 2024
RoCoIns: Enhancing Robustness of Large Language Models through Code-Style Instructions COLING 2024
Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning ACL 2024
Identifying and Mitigating Annotation Bias in Natural Language Understanding using Causal Mediation Analysis ACL 2024
When Visual Grounding Meets Gigapixel-level Large-scale Scenes: Benchmark and Approach CVPR 2024